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Diffusion Models

4342 directly classified papers

Papers per year

Papers

Are Diffusion Models Vulnerable to Membership Inference Attacks? ICML 2023
DDGR: Continual Learning with Deep Diffusion-based Generative Replay ICML 2023
DecompDiff: Diffusion Models with Decomposed Priors for Structure-Based Drug Design ICML 2023
simple diffusion: End-to-end diffusion for high resolution images ICML 2023
Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models ICML 2023
Scalable Adaptive Computation for Iterative Generation ICML 2023
Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models ICML 2023
Denoising MCMC for Accelerating Diffusion-Based Generative Models ICML 2023
Diffusion Models for Black-Box Optimization ICML 2023
SinDDM: A Single Image Denoising Diffusion Model ICML 2023
FP-Diffusion: Improving Score-based Diffusion Models by Enforcing the Underlying Score Fokker-Planck Equation ICML 2023
CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis ICML 2023
Minimizing Trajectory Curvature of ODE-based Generative Models ICML 2023
Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement INTERSPEECH 2023
AudioLDM: Text-to-Audio Generation with Latent Diffusion Models ICML 2023
Cones: Concept Neurons in Diffusion Models for Customized Generation ICML 2023
User-defined Event Sampling and Uncertainty Quantification in Diffusion Models for Physical Dynamical Systems ICML 2023
Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction ICML 2023
Thompson Sampling with Diffusion Generative Prior ICML 2023
Composer: Creative and Controllable Image Synthesis with Composable Conditions ICML 2023
Autoregressive Diffusion Model for Graph Generation ICML 2023
Exploring Chemical Space with Score-based Out-of-distribution Generation ICML 2023
Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples ICML 2023
Generating Novel, Designable, and Diverse Protein Structures by Equivariantly Diffusing Oriented Residue Clouds ICML 2023
OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models ICML 2023